Deep Photonic Time-Delay Reservoir Computing for Information Processing Acceleration
Jiahao Zhang, Lu Zhang, Xiaodan Pang, Oskars Ozoliņš, Xianbin Yu · 2024
We propose deep photonic time-delay-reservoir-computing for accelerated information processing. Experimental evaluation using image classification demonstrated a sixfold increase in processing speed with only a 0.6% performance degradation, while conventional TDRC experiences a 5.5% performance degradation.